Our study results demonstrate that MC4R rs17782313 homozygous carriers are associated with a significantly higher risk of obesity in Israeli females (OR = 1.38, 95% CI 1.1–1.72, p = 0.005). This evidence concerns the gene MC4R and obesity due to melanocortin 4 receptor deficiency.